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工作单位:内蒙古大学计算机学院

研究方向:计算机视觉、多媒体信息处理

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教育经历:

20048月,英国萨里大学网络计算专业,获得硕士学位

20099月,英国萨里大学电子与电工专业,获得博士学位

攻读博士期间从事机器学习、立体视觉、视频物体检测与跟踪的研究工作

 

科研工作:

20067月至200911月,科研助理,在英国萨里大学网络计算实验室从事基于立体视觉和机器学习的人体识别和手部动作追踪等研究任务。

2010年加入中国科学院深圳先进技术研究院多媒体研究中心,负责基于机器学习和模式识别技术的行人/车辆检测、多类物体识别、分类、跟踪的研究工作

20129月起,在内蒙古大学计算机学院从事教学和科研工作。主要研究领域包括计算机视觉、模式识别、机器学习等

 

主要科研成果:

  在机器学习、机器视觉以及模式识别等领域发表期刊和会议论文50余篇

  主持内蒙古大学高层次引进人才基金项目一项

  主持国家自然科学基金项目一项,参与国家自然科学基金项目三项

  201511月获得内蒙古草原英才称号

 

近几年发表论文:

  Yingdong Ma, Yuchen Liu Zhibin Zhang and Shuai Liu, “Multiple Object Detection and Tracking in Complex Background,” International Journal of Pattern Recognition and Artificial Intelligence, DOI: 10.1142/S0218001417550035, 2016

  Weina Fu, Jiantao Zhou, and Yingdong Ma, "Moving tracking with approximate topological isomorphism," Multimedia Tools and Applications, 1-18, 2015

  Weina Fu, Jiantao Zhou, Shuai Liu, Ming Ma, and Yingdong Ma, “Differential trajectory tracking with automatic learning of background reconstruction,” Multimedia Tools and Applications, 1-13, 2014

  Yingdong Ma, Liang Deng, Xiankai Chen, and Ning Guo, “Integrating Orientation Cue With EOH-OLBP-Based Multilevel Features for Human Detection,” IEEE Transactions on Circuits and Systems for Video Technology, Volume 23, Issue 10, 1755-1766, 2013

  Yingdong Ma, Liang Deng, “Human Detection with EOH-OLBP-Based Multi-Level Features,” Lecture Notes in Electrical Engineering, Volume 278, 193-203, 2013

  Yingdong Ma, Xiankai Chen, and George Chen, “Pedestrian Detection and Tracking using HOG and Oriented-LBP Features”, Lecture Notes in Computer Science, Volume 6985, 176-184, 2011

  Yingdong Ma, Xiankai Chen, George Chen, “Monocular Pedestrian Detection and Tracking using Multiple Features”, Fifth IEEE International Conference on Semantic Computing, USA, ICSC2011

  Yingdong Ma, Xiankai Chen, Liu Jin, George Chen, “A Monocular Human Detection System Based on EOH and Oriented LBP Features”, Lecture Notes in Computer Science, Volume 6938, 551-562, 2011

  Yingdong Ma, Qian Chen, “Stereo-Based Object Segmentation Combining Spatio-Temporal Information”, Lecture Notes in Computer Science, 6453, Part I, 2010

  Yingdong Ma, Qian Chen, “Depth Assisted Occlusion Handling in Video Object Tracking”, Lecture Notes in Computer Science, 6455, Part III, 2010